测试
单元测试、集成测试与测试自动化
isolated-testing
axiomantic
Use when testing theories during debugging, or when chaos is detected. Triggers: "let me try", "maybe if I", "what about", "quick test", "see if", rapid context switching, multiple changes without isolation. Enforces one-theory-one-test discipline. Invoked automatically by debugging, scientific-debugging, systematic-debugging before any experiment execution.
tdd
jkitchin
Test-Driven Development facilitation using the red-green-refactor cycle. Guides users through writing tests first, implementing minimal code to pass, and refactoring for quality. Use when users want to practice TDD, need help writing tests before code, are developing new features test-first, or want guidance on test structure and implementation. Triggers include 'use TDD,' 'test-driven development,' 'write tests first,' 'red-green-refactor,' or requests to develop functionality with tests.
test-driven-development
brobertsaz
Use when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first
idaes
jkitchin
Comprehensive guidance for using IDAES (Institute for the Design of Advanced Energy Systems) for process systems engineering. Covers flowsheet modeling, property packages, unit models, optimization, scaling, initialization, and diagnostics. Use when working with chemical process simulations, energy systems modeling, power plant design, material and energy balances, or process optimization. Triggers include 'IDAES', 'flowsheet', 'process model', 'unit operation', 'process optimization', 'property package', 'energy systems', or process engineering tasks.
troubleshooting
jkitchin
Systematic debugging and problem diagnosis using structured troubleshooting methodologies applicable to any domain - technical issues, process failures, system problems, or general obstacles. Use when users report errors, describe malfunctions, encounter unexpected behavior, or need help diagnosing root causes. Triggers include 'debug this,' 'troubleshoot,' 'why isn't this working,' 'getting an error,' 'something's wrong with,' 'how do I fix,' or any problem description.
snapshot
greenstevester
Automate App Store screenshot capture across devices and languages
testing-e2e
alexei-led
E2E testing with Playwright MCP for browser automation, test generation, and UI testing. Use when discussing E2E tests, Playwright, browser testing, UI automation, visual testing, or accessibility testing. Supports TypeScript tests and Go/HTMX web applications.
reviewing-code
alexei-led
Multi-agent code review for security, quality, and architecture. Use when user says "review", "review code", "check code", "code review", "review my changes", "review this", or wants feedback on their code.
setup-fastlane
greenstevester
Set up Fastlane for iOS/macOS app automation
Claude Code Expert
jackspace
Provide accurate, actionable guidance based on the loaded references and official documentation.
apple-swift
maroffo
"Apple platform development with Swift 6, SwiftUI, async/await, and performance. Use when working with .swift files, Package.swift, Xcode projects, or building for iOS/macOS/watchOS/visionOS."
ruby
maroffo
"Ruby gem development with modern tooling, testing, and publishing. Use when working with .gemspec, Rakefile, or user asks about gem structure, RSpec for gems, Bundler, or gem publishing. Not for Rails apps (use rails skill)."
rust-development
cosmonic-labs
Expert Rust development guidance covering naming conventions, type safety, error handling, documentation, and best practices based on official Rust guidelines.
webassembly-component-development
cosmonic-labs
Comprehensive guide to WebAssembly component development covering WASI fundamentals, component composition patterns, language interoperability, runtime compatibility, and troubleshooting.
workflow-plan-phases
charlesjones-dev
"Creates a structured implementation plan document with properly sized phases for efficient sub-agent execution."
typo3-testing
dirnbauer
TYPO3 extension testing (unit, functional, E2E, architecture, mutation). Use when setting up test infrastructure, writing tests, or configuring CI/CD.
ab-test-setup
dirnbauer
When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
audio-logo-design
guia-matthieu
"Create memorable sonic logos using design principles from Intel, Netflix, and McDonald's—crafting 2-5 second audio signatures that achieve instant brand recognition. Use when: Creating a sonic logo for a brand; Evaluating audio logo proposals from agencies; Understanding what makes sonic logos effective; Briefing sound designers on logo requirements; Analyzing competitor sonic logos"
voice-design
guia-matthieu
"Select and create the perfect AI voice for your content using ElevenLabs, Qwen3-TTS, and other platforms—matching voice characteristics to brand personality and audience. Use when: Choosing an AI voice for video narration; Creating a consistent brand voice across content; Cloning a voice for scalable production; Comparing voice synthesis platforms; Designing voice characteristics by description"
naming-6-gates
guia-matthieu
Use when creating brand names, product names, or company names in 2026. Use when naming needs to work across languages, voice assistants, and AI recommendation engines. Use when previous name candidates failed trademark or had conflicts.
ab-test-stats
guia-matthieu
"Calculate A/B test statistical significance. Use when: determining if test results are significant; calculating required sample size; estimating test duration; analyzing conversion experiments; making data-driven decisions"
brand-voice
guia-matthieu
Use when writing any client-facing content, marketing copy, or communications. Use when AI output sounds generic, corporate, or lacks personality. Triggers on "sounds like AI", "lacks voice", "too generic", or when content could apply to any competitor.
cta-writing
guia-matthieu
"Master the art of calls-to-action that convert. Direct CTAs, transitional CTAs, button copy, and microcopy that turns readers into customers. Use when: Writing button text for landing pages and emails; Creating CTAs for different stages of awareness; Designing click-worthy microcopy; A/B testing CTA variations; Building email sequences with graduated CTAs"
brand-strategy
guia-matthieu
"Create distinctive brands that customers choose because they believe there's no substitute, using Marty Neumeier's Brand Gap and Zag frameworks Use when: Building a new brand from scratch (startup, product, service); Repositioning an existing brand that's become commoditized; Defining brand differentiation when competitors all look the same; Creating brand guidelines for consistent execution; Evaluating brand strength through structured testing"